🚀 Backend Engineer | AI Systems | RAG Pipelines | Agentic Workflows
I build production-grade AI backends — RAG pipelines, LLM-powered chatbots, multi-agent systems, and scalable APIs. Currently shipping GenAI products at FactSet (⭐ Star Award 2025).
- 🤖 Out-of-Office AI Agent — Workday + Outlook automation with policy enforcement & approval logic (FactSet)
- 📊 FAQ Generation + Analytics System — RAG-powered reporting from ticketing data with executive insights
- 🎙️ AI Voice Agent — Real-time voice conversations with LLM + STT/TTS pipeline
Backend & APIs
AI / LLM Stack
Databases
Cloud & DevOps
Oct 2025 – Present
- ⭐ Received FactSet Star Award 2025 for GenAI and chatbot contributions
- Eliminated 40% of support queries by shipping AI chatbot to production
- Improved retrieval accuracy 65% → 85% via normalized chunking + hybrid RAG
- Scaled AI adoption 15% → 35% across 8+ teams, reducing deploy time by 30%
- Built Markdown/PDF/Excel parser reducing chatbot deployment pipeline: 4 hrs → 15 min
Apr 2024 – Aug 2024
- Built multi-agent LLM workflows for query routing and task orchestration
- Engineered 20+ REST APIs on a multi-tenant SaaS platform on public cloud
- Created AI research automation tool reducing manual work from 40+ hrs to <2 hrs
- Developed FastAPI backend for game creation from natural language in <2 minutes
| Project | Stack | Highlights |
|---|---|---|
| AI Voice Agent | Python, FastAPI, LLM, STT/TTS | Real-time voice conversations with LLM backend |
| Fintech Transaction Platform | Node.js, PostgreSQL, Plaid, Stripe | Reduced expense tracking: 5 min → 15 sec (95%) |
| Personalized Meditation Platform | FastAPI, OpenAI, AWS Polly | Custom audio in <200ms, deployed on AWS EC2 |
| 360° News Feedback System | Python, NLP | SIH Grand Finalist 2023 — Top 1% of 50K+ teams |
| Text-to-Video Generator | Python, BART, OpenCV | Auto video from press releases via NLP + TTS |
- 🌟 Star Award — FactSet Research Systems (2025) for GenAI & Chatbot Contributions
- 🏆 Grand Finalist — Smart India Hackathon 2023 & 2022 (Top 1% of 50K+ teams)
- 🥇 Winner — Toycathon 2021 Digital Edition
- 📜 Generative AI Application Development — Databricks (Mar 2025)
- 📜 Generative AI Solutions Development — Databricks (Mar 2025)
- 📜 The MCP Course — Hugging Face (Jun 2025)
B.Tech. Computer Science & Engineering (Data Science & AI)
SRM University, Delhi-NCR Sonipat | GPA: 8.65/10 | 2020–2024
📧 Email: shryesth4236@gmail.com
💼 LinkedIn: linkedin.com/in/shryesth
💻 GitHub: github.com/shryesth
💡 Currently: Building AI agents at FactSet, exploring agentic workflows & MCP
🚀 Open to: Backend engineering, AI/ML freelance projects, and full-time GenAI roles